EP3640902A3 - System and method for authenticating humans based on behavioral pattern - Google Patents

System and method for authenticating humans based on behavioral pattern Download PDF

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Publication number
EP3640902A3
EP3640902A3 EP19203827.1A EP19203827A EP3640902A3 EP 3640902 A3 EP3640902 A3 EP 3640902A3 EP 19203827 A EP19203827 A EP 19203827A EP 3640902 A3 EP3640902 A3 EP 3640902A3
Authority
EP
European Patent Office
Prior art keywords
behavioral pattern
authenticating
humans
humans based
authenticating humans
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
EP19203827.1A
Other languages
German (de)
French (fr)
Other versions
EP3640902A2 (en
EP3640902B1 (en
Inventor
Avik GHOSE
Sonia Sharma
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Tata Consultancy Services Ltd
Original Assignee
Tata Consultancy Services Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Tata Consultancy Services Ltd filed Critical Tata Consultancy Services Ltd
Publication of EP3640902A2 publication Critical patent/EP3640902A2/en
Publication of EP3640902A3 publication Critical patent/EP3640902A3/en
Application granted granted Critical
Publication of EP3640902B1 publication Critical patent/EP3640902B1/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31—User authentication
    • G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B13/00—Burglar, theft or intruder alarms
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02—Alarms for ensuring the safety of persons
    • G08B21/04—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
    • G08B21/0407—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis
    • G08B21/0423—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis detecting deviation from an expected pattern of behaviour or schedule

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Security & Cryptography (AREA)
  • Computer Hardware Design (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Psychiatry (AREA)
  • Social Psychology (AREA)
  • Human Computer Interaction (AREA)
  • Multimedia (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Collating Specific Patterns (AREA)

Abstract

This disclosure relates generally to authenticating humans based on behavioral pattern. The method and system proposed provides a continuous/seamless monitoring platform for authenticating humans by continuously monitoring routine activities of subjects (Activities of Daily Living (ADL)) in a smart environment using plurality of passive, unobtrusive, binary, unobtrusive non-intrusive sensors embedded in living infrastructure. The proposed method and system for authenticating humans based on behavioral pattern is provided. The daily routine activities of humans/subjects, housed in a smart environment is continuous monitored by plurality of non-intrusive sensors embedded in living infrastructure. Further the collected sensor data is processed in several stages, which includes pre-processing of sensor data, behavioral pattern prediction, error detection based on predicted behavioral pattern and so on for authenticating humans based on behavioral pattern.
EP19203827.1A 2018-10-17 2019-10-17 System and method for authenticating humans based on behavioral pattern Active EP3640902B1 (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IN201821039448 2018-10-17

Publications (3)

Publication Number Publication Date
EP3640902A2 EP3640902A2 (en) 2020-04-22
EP3640902A3 true EP3640902A3 (en) 2020-05-06
EP3640902B1 EP3640902B1 (en) 2022-11-23

Family

ID=68281314

Family Applications (1)

Application Number Title Priority Date Filing Date
EP19203827.1A Active EP3640902B1 (en) 2018-10-17 2019-10-17 System and method for authenticating humans based on behavioral pattern

Country Status (3)

Country Link
US (1) US11210378B2 (en)
EP (1) EP3640902B1 (en)
SG (1) SG10201909659QA (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112116381B (en) * 2020-08-31 2021-05-07 北京基调网络股份有限公司 Moon life prediction method based on LSTM neural network, storage medium and computer equipment
KR102433071B1 (en) * 2020-10-05 2022-08-16 경희대학교 산학협력단 Frame work for processing sensor data in network and method of operating the same

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020135484A1 (en) * 2001-03-23 2002-09-26 Ciccolo Arthur C. System and method for monitoring behavior patterns
US20170294091A1 (en) * 2016-04-06 2017-10-12 Nec Laboratories America, Inc. Video-based action recognition security system
DE102016225644A1 (en) * 2016-12-20 2018-06-21 Bundesdruckerei Gmbh Method and system for behavior-based authentication of a user

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6351740B1 (en) * 1997-12-01 2002-02-26 The Board Of Trustees Of The Leland Stanford Junior University Method and system for training dynamic nonlinear adaptive filters which have embedded memory
KR102136836B1 (en) * 2013-09-09 2020-08-13 삼성전자주식회사 Wearable device performing user authentication by using bio-signals and authentication method of the wearable device
US10482759B2 (en) 2015-05-13 2019-11-19 Tyco Safety Products Canada Ltd. Identified presence detection in and around premises
JP6010204B1 (en) 2015-10-26 2016-10-19 ファナック株式会社 Machine learning apparatus and method for learning predicted life of power element, life prediction apparatus and motor driving apparatus equipped with machine learning apparatus
JP7181230B2 (en) * 2017-05-31 2022-11-30 コーニンクレッカ フィリップス エヌ ヴェ Machine learning of raw medical image data for clinical decision support
KR102185854B1 (en) * 2017-09-09 2020-12-02 애플 인크. Implementation of biometric authentication
US10873782B2 (en) * 2018-10-02 2020-12-22 Adobe Inc. Generating user embedding representations that capture a history of changes to user trait data

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020135484A1 (en) * 2001-03-23 2002-09-26 Ciccolo Arthur C. System and method for monitoring behavior patterns
US20170294091A1 (en) * 2016-04-06 2017-10-12 Nec Laboratories America, Inc. Video-based action recognition security system
DE102016225644A1 (en) * 2016-12-20 2018-06-21 Bundesdruckerei Gmbh Method and system for behavior-based authentication of a user

Also Published As

Publication number Publication date
EP3640902A2 (en) 2020-04-22
EP3640902B1 (en) 2022-11-23
US20200125711A1 (en) 2020-04-23
US11210378B2 (en) 2021-12-28
SG10201909659QA (en) 2020-05-28

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